source('./predict.R')

## [1] "2020-08-11"
##                         country cum_confirm cum_heal cum_dead inc_r d_rate d_pm
## 1                 United States     5253765  2717257   166273  1.01   3.16  502
## 2                        Brazil     3057470  2163812   101857  0.72   3.33  479
## 3                        Mexico      485836   327993    53003  1.16  10.91  411
## 4                United Kingdom      311641     1918    46526  0.26  14.93  685
## 5                         India     2287511  1598529    45550  2.75   1.99   33
## 6                         Italy      250825   202248    35209  0.10  14.04  582
## 7                        France      202775    82836    30340  2.45  14.96  465
## 8                         Spain      370060   196958    28576  2.38   7.72  611
## 9                          Peru      483133   329404    21276  1.07   4.40  645
## 10                         Iran      331189   288620    18800  0.71   5.68  224
## 11                       Russia      897599   703175    15131  0.55   1.69  104
## 12                     Colombia      397623   221485    13154  2.62   3.31  259
## 13                 South Africa      563598   417200    10621  0.67   1.88  179
## 14                        Chile      375044   347342    10139  0.53   2.70  530
## 15                      Belgium       74620    17792     9879  0.63  13.24  852
## 16                      Germany      218974   202187     9365  0.45   4.28  112
## 17                       Canada      120132   106355     8987  0.57   7.48  238
## 18                  Netherlands       59973      322     6159  1.32  10.27  359
## 19                     Pakistan      285191   261246     6112  0.19   2.14   28
## 20                      Ecuador       94701    78608     5932  0.26   6.26  336
## 21                       Turkey      241997   224970     5858  0.50   2.42   69
## 22                    Indonesia      128776    83710     5824  1.33   4.52   21
## 23                       Sweden       83126     4971     5770  0.98   6.94  571
## 24                         Iraq      156995   112102     5531  2.21   3.52  138
## 25                        Egypt       95666    53779     5035  0.18   5.26   49
## 26                    Argentina      253868   174974     4764  2.99   1.88  105
## 27                        China       89416    82873     4699  0.08   5.26    3
## 28                      Bolivia       91635    30823     3712  1.82   4.05  318
## 29                   Bangladesh      263503   151972     3471  1.15   1.32   21
## 30                 Saudi Arabia      291468   255118     3233  0.52   1.11   93
## 31                      Romania       63762    30585     2764  1.94   4.33  144
## 32                  Philippines      139538    68432     2312  2.12   1.66   21
## 33                    Guatemala       56987    45589     2222  0.67   3.90  124
## 34                  Switzerland       36895    32400     1990  0.51   5.39  230
## 35                      Ukraine       83115    44934     1951  1.41   2.35   45
## 36                       Poland       52961    37150     1821  1.05   3.44   48
## 37                      Ireland       26768    23364     1772  0.21   6.62  359
## 38                     Portugal       52825    38600     1759  0.30   3.33  173
## 39                       Panama       75394    49510     1664  1.21   2.21  386
## 40                     Honduras       47872     6649     1506  0.88   3.15  152
## 41                   Kyrgyzstan       40455    32734     1478  0.92   3.65  227
## 42                  Afghanistan       37269    26415     1344  0.29   3.61   35
## 43           Dominican Republic       80499    44910     1328  0.96   1.65  122
## 44                      Algeria       35712    24920     1312  1.41   3.67   30
## 45                   Kazakhstan      100164    73702     1269  0.73   1.27   68
## 46                        Japan       50444    33975     1058  1.40   2.10    8
## 47                      Nigeria       46867    33346      950  0.62   2.03    5
## 48                      Moldova       27841    19300      850  0.65   3.05  211
## 49                      Armenia       40593    33157      803  0.40   1.98  271
## 50                        Sudan       12033     6282      786  0.64   6.53   18
## 51                      Austria       22245    20123      723  0.63   3.25   80
## 52                       Serbia       28497    18965      652  0.83   2.29   75
## 53                      Denmark       15135    13154      620  2.55   4.10  107
## 54                       Israel       85354    60019      619  2.17   0.73   72
## 55                      Belarus       69005    65219      592  0.08   0.86   63
## 56                  El Salvador       21269     9875      570  1.90   2.68   88
## 57                         Oman       82050    76720      533  0.32   0.65  104
## 58 Republika Severna Makedonija       12083     8248      529  2.06   4.38   NA
## 59                      Morocco       34063    24524      516  2.49   1.51   14
## 60                   Azerbaijan       33731    30856      495  0.25   1.47   49
## 61                       Kuwait       73068    64759      486  0.92   0.67  114
## 62                     Bulgaria       13512     7980      459  0.87   3.40   66
## 63       Bosnia and Herzegovina       14708     8411      447  7.46   3.04  136
## 64                        Kenya       27425    13867      438  1.85   1.60    8
## 65                     Ethiopia       23591    10411      420  3.39   1.78    4
## 66                     Cameroon       18042    15320      395  0.00   2.19   15
## 67               Czech Republic       18494    12983      390  0.76   2.11   36
## 68         United Arab Emirates       62966    56961      358  0.71   0.57   36
## 69                    Australia       21713    12144      331  1.43   1.52   13
## 70                  South Korea       14660    13729      305  0.23   2.08    6
## 71                  Puerto Rico       22821        0      279  0.00   1.22   98
## 72                   Costa Rica       23872     7823      244  2.52   1.02   48
## 73                      Senegal       11380     7449      238  0.60   2.09   14
## 74                    Venezuela       26800    16930      229  3.86   0.85    8
## 75                        Ghana       41212    38727      215  0.51   0.52    7
## 76                   Uzbekistan       31747    23704      204  2.19   0.64    6
## 77                        Qatar      113262   109993      188  0.00   0.17   65
## 78                      Bahrain       44397    41209      165  0.88   0.37   97
## 79                   Madagascar       13317    11276      152  0.87   1.14    5
## 80                Côte d'Ivoire       16798    13052      105  0.50   0.63    4
## 81        Palestinian Territory       14875     8181      103  2.52   0.69   NA
## 82                        Nepal       23948    16664       83  2.74   0.35    3
## 83                    Singapore       55353    49609       27  0.11   0.05    5

## [1] "Pakistan leading 1 cum_confirm == 0 trimed"

## [1] "Provinces added more than 0 cases in last 1-day:"
##         time country     province cum_confirm cum_heal cum_dead added
## 1 2020-08-11   China    Hong Kong        4181     3052       58    33
## 2 2020-08-11   China     Xinjiang         866      337        3    13
## 3 2020-08-11   China      Shaanxi         340      322        3     9
## 4 2020-08-11   China     Shanghai         794      737        7     8
## 5 2020-08-11   China     Shandong         816      788        7     6
## 6 2020-08-11   China    Guangdong        1699     1672        8     3
## 7 2020-08-11   China        Hebei         350      343        6     1
## 8 2020-08-11   China Heilongjiang         948      934       13     1
## 9 2020-08-11   China     Zhejiang        1274     1268        1     1